{"id":"W2060650543","doi":"10.1080/14999013.2012.737405","title":"Pilot Implementation and Preliminary Evaluation of START:AV Assessments in Secure Juvenile Correctional Facilities","year":2012,"lang":"en","type":"article","venue":"International Journal of Forensic Mental Health","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; University of British Columbia; Simon Fraser University","funders":"National Institute on Drug Abuse","keywords":"Psychology; Neglect; Harm; Recidivism; Risk assessment; Vulnerability (computing); Clinical psychology; Applied psychology; Psychiatry; Computer security; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01759139,0.001076639,0.0005207421,0.001873616,0.00337402,0.001275573,0.002491949,0.0008731539,0.001817517],"category_scores_gemma":[0.03583141,0.001035191,0.0008926233,0.00099194,0.001396126,0.001384736,0.003384673,0.00180661,0.0005513896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004250048,"about_ca_system_score_gemma":0.009281552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02606518,"about_ca_topic_score_gemma":0.07548909,"domain_scores_codex":[0.9864359,0.007566649,0.001330171,0.0007930094,0.001912016,0.001962138],"domain_scores_gemma":[0.9596207,0.01058998,0.004794403,0.003918188,0.0129085,0.008168197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004196423,0.0338632,0.5991765,0.0007159754,0.0001513633,0.003356257,0.06861846,0.002508833,0.02024809,0.000395312,0.003653392,0.2631162],"study_design_scores_gemma":[0.001016005,0.04860061,0.8899035,0.000312027,0.0001098424,0.0008438809,0.04326112,0.003321957,0.007811399,0.0002066118,0.004471951,0.0001409836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898404,0.00003178111,0.001968198,0.0001681992,0.00002253349,0.006806398,0.000226348,0.0001576933,0.000778439],"genre_scores_gemma":[0.9664072,0.0001242466,0.02338646,0.0001364871,0.00003770602,0.008235914,0.0005621246,0.00003941226,0.001070433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02606518,"threshold_uncertainty_score":0.09303325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07109127968172205,"score_gpt":0.4255264010265278,"score_spread":0.3544351213448057,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}